Abstract
We investigate a multi-layer perceptron framework to predict the OSNR of unestablished lightpaths considering interference effects and optical monitoring uncertainties. It achieves more than 99% accuracies when the errors are less than 0.5 dB.
© 2018 The Author(s)
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